Problem Statement: Need to develop application which will initiate Jupiter instances based on the user logged in. And this will be running on Kubernetes cluster.

We have five GPU enabled machines, and they are not the same machines. What
we want to do is to make a make a virtual cluster with these machines and these
serve Jupiter notebooks on top of it, so that when somebody in the lab needs to
run a machine learning experiment, they don’t necessarily have to either connect
directly through SSH to these computers or sit in front of them, but they can
just go to a single URL. Open a new Jupiter notebook which
automatically gets assigned one of the available GPU’s and they can run their
experiments accordingly.

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